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Lukas Gianinazzi
Lukas Gianinazzi
Email verificata su inf.ethz.ch - Home page
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Graph of thoughts: Solving elaborate problems with large language models
M Besta, N Blach, A Kubicek, R Gerstenberger, M Podstawski, ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 17682 …, 2024
2142024
Sisa: Set-centric instruction set architecture for graph mining on processing-in-memory systems
M Besta, R Kanakagiri, G Kwasniewski, R Ausavarungnirun, J Beránek, ...
MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021
832021
Communication-avoiding parallel minimum cuts and connected components
L Gianinazzi, P Kalvoda, A De Palma, M Besta, T Hoefler
ACM SIGPLAN Notices 53 (1), 219-232, 2018
352018
High-performance parallel graph coloring with strong guarantees on work, depth, and quality
M Besta, A Carigiet, K Janda, Z Vonarburg-Shmaria, L Gianinazzi, ...
SC20: International Conference for High Performance Computing, Networking …, 2020
332020
Slim graph: Practical lossy graph compression for approximate graph processing, storage, and analytics
M Besta, S Weber, L Gianinazzi, R Gerstenberger, A Ivanov, Y Oltchik, ...
Proceedings of the International Conference for High Performance Computing …, 2019
322019
Graphminesuite: Enabling high-performance and programmable graph mining algorithms with set algebra
M Besta, Z Vonarburg-Shmaria, Y Schaffner, L Schwarz, G Kwasniewski, ...
arXiv preprint arXiv:2103.03653, 2021
272021
Motif prediction with graph neural networks
M Besta, R Grob, C Miglioli, N Bernold, G Kwasniewski, G Gjini, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
262022
Parallel minimum cuts in near-linear work and low depth
B Geissmann, L Gianinazzi
Proceedings of the 30th on Symposium on Parallelism in Algorithms and …, 2018
222018
Parallel algorithms for finding large cliques in sparse graphs
L Gianinazzi, M Besta, Y Schaffner, T Hoefler
Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and …, 2021
212021
Ens-10: A dataset for post-processing ensemble weather forecasts
S Ashkboos, L Huang, N Dryden, T Ben-Nun, P Dueben, L Gianinazzi, ...
Advances in Neural Information Processing Systems 35, 21974-21987, 2022
172022
Pebbles, graphs, and a pinch of combinatorics: Towards tight i/o lower bounds for statically analyzable programs
G Kwasniewski, T Ben-Nun, L Gianinazzi, A Calotoiu, T Schneider, ...
Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and …, 2021
152021
Learning combinatorial node labeling algorithms
L Gianinazzi, M Fries, N Dryden, T Ben-Nun, M Besta, T Hoefler
arXiv preprint arXiv:2106.03594, 2021
152021
Graph of thoughts: Solving elaborate problems with large language models. CoRR, abs/2308.09687, 2023. doi: 10.48550
M Besta, N Blach, A Kubicek, R Gerstenberger, L Gianinazzi, J Gajda, ...
arXiv preprint arXiv.2308.09687, 0
9
Cache oblivious minimum cut
B Geissmann, L Gianinazzi
International Conference on Algorithms and Complexity, 285-296, 2017
52017
Parallel planar subgraph isomorphism and vertex connectivity
L Gianinazzi, T Hoefler
Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and …, 2020
42020
High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations
M Besta, P Renc, R Gerstenberger, P Sylos Labini, A Ziogas, T Chen, ...
Proceedings of the International Conference for High Performance Computing …, 2023
32023
The spatial computer: A model for energy-efficient parallel computation
L Gianinazzi, T Ben-Nun, M Besta, S Ashkboos, Y Baumann, P Luczynski, ...
arXiv preprint arXiv:2205.04934, 2022
32022
Parametric Graph Templates: Properties and Algorithms
T Ben-Nun, L Gianinazzi, T Hoefler, Y Oltchik
arXiv preprint arXiv:2011.07001, 2020
22020
DiffDA: a diffusion model for weather-scale data assimilation
L Huang, L Gianinazzi, Y Yu, PD Dueben, T Hoefler
arXiv preprint arXiv:2401.05932, 2024
12024
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers
M Besta, AC Catarino, L Gianinazzi, N Blach, P Nyczyk, H Niewiadomski, ...
arXiv preprint arXiv:2311.18526, 2023
12023
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